Pandas Profiling Report

Dataset statistics

Number of variables	23
Number of observations	4129
Missing cells	5631
Missing cells (%)	5.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	742.1 KiB
Average record size in memory	184.0 B

Variable types

Numeric	23

Alerts

`EMG` has 106 (2.6%) missing values	Missing
`handGSR` has 73 (1.8%) missing values	Missing
`marker` has 407 (9.9%) missing values	Missing
`SDNN` has 122 (3.0%) missing values	Missing
`TP` has 299 (7.2%) missing values	Missing
`ULF` has 172 (4.2%) missing values	Missing
`VLF` has 127 (3.1%) missing values	Missing
`LF` has 127 (3.1%) missing values	Missing
`HF` has 127 (3.1%) missing values	Missing
`LF_HF` has 4071 (98.6%) missing values	Missing
`Seconds` has unique values	Unique
`newtime` has unique values	Unique
`time` has unique values	Unique
`stress` has 1121 (27.1%) zeros	Zeros
`RMSSD` has 299 (7.2%) zeros	Zeros
`pNN50` has 312 (7.6%) zeros	Zeros
`ULF` has 185 (4.5%) zeros	Zeros
`VLF` has 3701 (89.6%) zeros	Zeros
`LF` has 3944 (95.5%) zeros	Zeros
`HF` has 3944 (95.5%) zeros	Zeros

Reproduction

Analysis started	2024-09-18 06:03:12.981261
Analysis finished	2024-09-18 06:05:31.065887
Duration	2 minutes and 18.08 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

ECG
Real number (ℝ)

Distinct	4013
Distinct (%)	97.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.17092678

Minimum	-0.69958537
Maximum	0.68171429
Zeros	0
Zeros (%)	0.0%
Negative	184
Negative (%)	4.5%
Memory size	32.4 KiB

Quantile statistics

Minimum	-0.69958537
5-th percentile	0.0045787232
Q1	0.0845
median	0.14417073
Q3	0.20745714
95-th percentile	0.48175163
Maximum	0.68171429
Range	1.3812997
Interquartile range (IQR)	0.12295714

Descriptive statistics

Standard deviation	0.13722178
Coefficient of variation (CV)	0.80281032
Kurtosis	1.6569183
Mean	0.17092678
Median Absolute Deviation (MAD)	0.060657911
Skewness	1.1450932
Sum	705.75666
Variance	0.018829817
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.077	3	0.1%
0.168820513	3	0.1%
0.0806	2	< 0.1%
0.160444444	2	< 0.1%
0.181947368	2	< 0.1%
0.084292683	2	< 0.1%
0.063	2	< 0.1%
0.172222222	2	< 0.1%
0.176605263	2	< 0.1%
0.107	2	< 0.1%
Other values (4003)	4107	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.699585366	1	< 0.1%
-0.35228	1	< 0.1%
-0.186435897	1	< 0.1%
-0.185219512	1	< 0.1%
-0.165769231	1	< 0.1%
-0.155292683	1	< 0.1%
-0.15224	1	< 0.1%
-0.152121951	1	< 0.1%
-0.143219512	1	< 0.1%
-0.13134	1	< 0.1%

Value	Count	Frequency (%)
0.681714286	1	< 0.1%
0.656028571	1	< 0.1%
0.63972	1	< 0.1%
0.639085714	1	< 0.1%
0.631428571	1	< 0.1%
0.630111111	1	< 0.1%
0.629	1	< 0.1%
0.627314286	1	< 0.1%
0.627028571	1	< 0.1%
0.625333333	1	< 0.1%

EMG
Real number (ℝ)

MISSING

Distinct	3362
Distinct (%)	83.6%
Missing	106
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.60447507

Minimum	-0.6978
Maximum	9.4917
Zeros	3
Zeros (%)	0.1%
Negative	840
Negative (%)	20.3%
Memory size	32.4 KiB

Quantile statistics

Minimum	-0.6978
5-th percentile	-0.0064
Q1	0.10865058
median	0.30294737
Q3	0.82268958
95-th percentile	2.064161
Maximum	9.4917
Range	10.1895
Interquartile range (IQR)	0.71403899

Descriptive statistics

Standard deviation	0.80789233
Coefficient of variation (CV)	1.3365189
Kurtosis	17.321293
Mean	0.60447507
Median Absolute Deviation (MAD)	0.30690292
Skewness	3.2700983
Sum	2431.8032
Variance	0.65269002
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.0048	28	0.7%
-0.0056	26	0.6%
-0.0042	25	0.6%
-0.0046	24	0.6%
-0.0062	22	0.5%
-0.0068	20	0.5%
-0.005	20	0.5%
-0.0052	19	0.5%
-0.0044	19	0.5%
-0.0064	19	0.5%
Other values (3352)	3801	92.1%
(Missing)	106	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.6978	1	< 0.1%
-0.3148	1	< 0.1%
-0.23	1	< 0.1%
-0.107025	1	< 0.1%
-0.077425532	1	< 0.1%
-0.036297872	1	< 0.1%
-0.0318	1	< 0.1%
-0.015444444	1	< 0.1%
-0.0154	1	< 0.1%
-0.014	1	< 0.1%

Value	Count	Frequency (%)
9.4917	1	< 0.1%
8.155097561	1	< 0.1%
7.791560976	1	< 0.1%
6.675414634	1	< 0.1%
6.572975	1	< 0.1%
6.35702	1	< 0.1%
6.33042	1	< 0.1%
6.325358974	1	< 0.1%
5.983085106	1	< 0.1%
5.963230769	1	< 0.1%

HR
Real number (ℝ)

Distinct	3292
Distinct (%)	79.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.136251

Minimum	11.8
Maximum	372
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	11.8
5-th percentile	64.7938
Q1	72.861111
median	79.926829
Q3	89.4
95-th percentile	111.28978
Maximum	372
Range	360.2
Interquartile range (IQR)	16.538889

Descriptive statistics

Standard deviation	17.633319
Coefficient of variation (CV)	0.21210144
Kurtosis	47.821628
Mean	83.136251
Median Absolute Deviation (MAD)	7.8780488
Skewness	4.4458209
Sum	343269.58
Variance	310.93392
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
83	12	0.3%
86	9	0.2%
91.4	9	0.2%
73	7	0.2%
82	7	0.2%
75	7	0.2%
84	7	0.2%
80.8	7	0.2%
91.8	7	0.2%
90	7	0.2%
Other values (3282)	4050	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11.8	1	< 0.1%
37.6	1	< 0.1%
38.2	1	< 0.1%
38.4	1	< 0.1%
40	1	< 0.1%
46.8	1	< 0.1%
47.2	1	< 0.1%
52	1	< 0.1%
55.69444444	1	< 0.1%
56.1946	1	< 0.1%

Value	Count	Frequency (%)
372	1	< 0.1%
354	1	< 0.1%
297.4	1	< 0.1%
274.4	1	< 0.1%
251.2	1	< 0.1%
249	1	< 0.1%
221.6	1	< 0.1%
212	1	< 0.1%
198.3157895	1	< 0.1%
195	1	< 0.1%

RESP
Real number (ℝ)

Distinct	4121
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.846928

Minimum	-12.606244
Maximum	52.08959
Zeros	0
Zeros (%)	0.0%
Negative	275
Negative (%)	6.7%
Memory size	32.4 KiB

Quantile statistics

Minimum	-12.606244
5-th percentile	-8.0911646
Q1	28.565064
median	32.9165
Q3	38.627444
95-th percentile	44.996443
Maximum	52.08959
Range	64.695834
Interquartile range (IQR)	10.062381

Descriptive statistics

Standard deviation	14.02456
Coefficient of variation (CV)	0.46988287
Kurtosis	1.9321581
Mean	29.846928
Median Absolute Deviation (MAD)	5.1576111
Skewness	-1.5317795
Sum	123237.97
Variance	196.68829
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47.01982857	2	< 0.1%
11.17686364	2	< 0.1%
11.85078947	2	< 0.1%
31.05156	2	< 0.1%
31.92158974	2	< 0.1%
33.02873171	2	< 0.1%
31.62936364	2	< 0.1%
11.80738462	2	< 0.1%
44.80336842	1	< 0.1%
44.82173684	1	< 0.1%
Other values (4111)	4111	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-12.6062439	1	< 0.1%
-12.54304878	1	< 0.1%
-12.38173171	1	< 0.1%
-12.359	1	< 0.1%
-12.32866667	1	< 0.1%
-12.28961905	1	< 0.1%
-12.18704762	1	< 0.1%
-12.16770732	1	< 0.1%
-12.11087805	1	< 0.1%
-12.1009	1	< 0.1%

Value	Count	Frequency (%)
52.08958974	1	< 0.1%
50.17963158	1	< 0.1%
48.86389474	1	< 0.1%
48.70957895	1	< 0.1%
48.36015789	1	< 0.1%
48.25794444	1	< 0.1%
48.20038889	1	< 0.1%
48.12043243	1	< 0.1%
47.87502857	1	< 0.1%
47.86742857	1	< 0.1%

Seconds
Real number (ℝ)

UNIQUE

Distinct	4129
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2278.7897

Minimum	12.529684
Maximum	5005.3739
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	12.529684
5-th percentile	246.85546
Q1	1114.9413
median	2295.7949
Q3	3425.2767
95-th percentile	4279.0993
Maximum	5005.3739
Range	4992.8442
Interquartile range (IQR)	2310.3355

Descriptive statistics

Standard deviation	1313.4963
Coefficient of variation (CV)	0.57640086
Kurtosis	-1.2101535
Mean	2278.7897
Median Absolute Deviation (MAD)	1156.849
Skewness	0.0073393183
Sum	9409122.7
Variance	1725272.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.52968421	1	< 0.1%
3744.115395	1	< 0.1%
3175.894077	1	< 0.1%
3192.010184	1	< 0.1%
3210.984737	1	< 0.1%
3230.376921	1	< 0.1%
3248.791184	1	< 0.1%
3267.840421	1	< 0.1%
3286.607921	1	< 0.1%
3298.236026	1	< 0.1%
Other values (4119)	4119	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.52968421	1	< 0.1%
16.714525	1	< 0.1%
16.88115789	1	< 0.1%
17.37058537	1	< 0.1%
20.60263415	1	< 0.1%
21.94720455	1	< 0.1%
23.63336585	1	< 0.1%
27.093575	1	< 0.1%
27.71493023	1	< 0.1%
28.35097619	1	< 0.1%

Value	Count	Frequency (%)
5005.373902	1	< 0.1%
4970.79685	1	< 0.1%
4950.233925	1	< 0.1%
4929.33625	1	< 0.1%
4894.765077	1	< 0.1%
4874.473872	1	< 0.1%
4871.542073	1	< 0.1%
4858.284902	1	< 0.1%
4854.043026	1	< 0.1%
4841.926171	1	< 0.1%

footGSR
Real number (ℝ)

Distinct	4125
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4876887

Minimum	0.97111111
Maximum	22.582463
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0.97111111
5-th percentile	1.2662019
Q1	2.8008409
median	5.7700976
Q3	8.8374773
95-th percentile	15.142559
Maximum	22.582463
Range	21.611352
Interquartile range (IQR)	6.0366364

Descriptive statistics

Standard deviation	4.3074868
Coefficient of variation (CV)	0.66394782
Kurtosis	0.55417657
Mean	6.4876887
Median Absolute Deviation (MAD)	3.001878
Skewness	0.94833842
Sum	26787.667
Variance	18.554442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.19063415	2	< 0.1%
6.041157895	2	< 0.1%
6.454105263	2	< 0.1%
5.253666667	2	< 0.1%
5.047657895	1	< 0.1%
5.313394737	1	< 0.1%
5.369236842	1	< 0.1%
5.570578947	1	< 0.1%
6.374657895	1	< 0.1%
5.303789474	1	< 0.1%
Other values (4115)	4115	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.971111111	1	< 0.1%
0.972421053	1	< 0.1%
0.979513514	1	< 0.1%
0.980815789	1	< 0.1%
0.981416667	1	< 0.1%
0.983	1	< 0.1%
0.983416667	1	< 0.1%
0.984416667	1	< 0.1%
0.987333333	1	< 0.1%
0.9875	1	< 0.1%

Value	Count	Frequency (%)
22.58246341	1	< 0.1%
22.17865854	1	< 0.1%
21.60997561	1	< 0.1%
21.60922	1	< 0.1%
21.48197561	1	< 0.1%
21.4202439	1	< 0.1%
21.41146	1	< 0.1%
21.30918	1	< 0.1%
21.07102381	1	< 0.1%
21.01191111	1	< 0.1%

handGSR
Real number (ℝ)

MISSING

Distinct	4046
Distinct (%)	99.8%
Missing	73
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%
Mean	11.523244

Minimum	-28.381533
Maximum	31.2198
Zeros	0
Zeros (%)	0.0%
Negative	10
Negative (%)	0.2%
Memory size	32.4 KiB

Quantile statistics

Minimum	-28.381533
5-th percentile	2.9598108
Q1	6.7136879
median	9.6514167
Q3	16.647151
95-th percentile	23.805675
Maximum	31.2198
Range	59.601333
Interquartile range (IQR)	9.9334633

Descriptive statistics

Standard deviation	6.7396584
Coefficient of variation (CV)	0.58487509
Kurtosis	0.56116081
Mean	11.523244
Median Absolute Deviation (MAD)	4.1712515
Skewness	0.45334574
Sum	46738.278
Variance	45.422996
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.4496	2	< 0.1%
21.7558	2	< 0.1%
8.466	2	< 0.1%
6.099871795	2	< 0.1%
8.157463415	2	< 0.1%
19.9176	2	< 0.1%
8.0648	2	< 0.1%
20.063	2	< 0.1%
18.9676	2	< 0.1%
14.5304	2	< 0.1%
Other values (4036)	4036	97.7%
(Missing)	73	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-28.38153333	1	< 0.1%
-28.05504444	1	< 0.1%
-26.7268	1	< 0.1%
-23.06584	1	< 0.1%
-16.96506667	1	< 0.1%
-10.91072	1	< 0.1%
-9.356355556	1	< 0.1%
-9.22374	1	< 0.1%
-8.302	1	< 0.1%
-0.25538	1	< 0.1%

Value	Count	Frequency (%)
31.2198	1	< 0.1%
30.10798	1	< 0.1%
29.77829787	1	< 0.1%
29.7095	1	< 0.1%
29.51813636	1	< 0.1%
29.3774	1	< 0.1%
29.34577778	1	< 0.1%
29.21669231	1	< 0.1%
29.19946667	1	< 0.1%
29.13226667	1	< 0.1%

interval in seconds
Real number (ℝ)

Distinct	782
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.78844015

Minimum	0.52794444
Maximum	1.0400882
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0.52794444
5-th percentile	0.5874
Q1	0.71893023
median	0.78973171
Q3	0.86905263
95-th percentile	0.95345556
Maximum	1.0400882
Range	0.51214379
Interquartile range (IQR)	0.1501224

Descriptive statistics

Standard deviation	0.10976804
Coefficient of variation (CV)	0.13922178
Kurtosis	-0.59825418
Mean	0.78844015
Median Absolute Deviation (MAD)	0.079320925
Skewness	-0.2348447
Sum	3255.4694
Variance	0.012049023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.758268293	348	8.4%
0.869052632	292	7.1%
0.814128205	205	5.0%
0.5874	181	4.4%
0.923138889	174	4.2%
0.766195122	172	4.2%
0.822461538	148	3.6%
0.877605263	143	3.5%
0.932166667	139	3.4%
0.645	130	3.1%
Other values (772)	2197	53.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.527944444	15	0.4%
0.529148148	1	< 0.1%
0.532759259	1	< 0.1%
0.533962963	8	0.2%
0.53637037	1	< 0.1%
0.537981132	1	< 0.1%
0.541	1	< 0.1%
0.543592593	2	< 0.1%
0.545339623	1	< 0.1%
0.546	1	< 0.1%

Value	Count	Frequency (%)
1.040088235	6	0.1%
1.030529412	11	0.3%
1.028617647	1	< 0.1%
1.022882353	1	< 0.1%
1.013571429	14	0.3%
1.011411765	1	< 0.1%
1.010142857	1	< 0.1%
1.009914286	1	< 0.1%
1.007588235	2	< 0.1%
1.006257143	2	< 0.1%

marker
Real number (ℝ)

MISSING

Distinct	3584
Distinct (%)	96.3%
Missing	407
Missing (%)	9.9%
Infinite	0
Infinite (%)	0.0%
Mean	12.05703

Minimum	0
Maximum	35.624
Zeros	6
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0
5-th percentile	9.4632819
Q1	10.350161
median	11.070972
Q3	12.879199
95-th percentile	17.406027
Maximum	35.624
Range	35.624
Interquartile range (IQR)	2.5290374

Descriptive statistics

Standard deviation	2.6125427
Coefficient of variation (CV)	0.21668212
Kurtosis	3.424136
Mean	12.05703
Median Absolute Deviation (MAD)	0.89327272
Skewness	1.3157629
Sum	44876.264
Variance	6.8253791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.1	8	0.2%
0	6	0.1%
10.1	4	0.1%
10.51972222	4	0.1%
10.2775	3	0.1%
11.07	3	0.1%
12.12	3	0.1%
10.82	3	0.1%
11.18	3	0.1%
10.52	3	0.1%
Other values (3574)	3682	89.2%
(Missing)	407	9.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.1%
1.811176471	1	< 0.1%
8.449393939	1	< 0.1%
8.470606061	1	< 0.1%
8.524666667	1	< 0.1%
8.526060606	1	< 0.1%
8.54969697	1	< 0.1%
8.571777778	1	< 0.1%
8.576969697	1	< 0.1%
8.579777778	1	< 0.1%

Value	Count	Frequency (%)
35.624	1	< 0.1%
26.34769231	1	< 0.1%
23.1925	1	< 0.1%
22.76388889	1	< 0.1%
22.23676471	1	< 0.1%
21.73828571	1	< 0.1%
21.15441176	1	< 0.1%
21.1525	1	< 0.1%
21.14853659	1	< 0.1%
21.13166667	1	< 0.1%

newtime
Real number (ℝ)

UNIQUE

Distinct	4129
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35171.534

Minimum	12.529684
Maximum	70173.851
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	12.529684
5-th percentile	3921.4779
Q1	18158.311
median	34158.425
Q3	52300.114
95-th percentile	67688.455
Maximum	70173.851
Range	70161.322
Interquartile range (IQR)	34141.803

Descriptive statistics

Standard deviation	19946.88
Coefficient of variation (CV)	0.56713136
Kurtosis	-1.1378621
Mean	35171.534
Median Absolute Deviation (MAD)	16780.626
Skewness	0.049720808
Sum	1.4522326 × 10⁸
Variance	3.97878 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.52968421	1	< 0.1%
46037.50853	1	< 0.1%
45633.59721	1	< 0.1%
45485.40332	1	< 0.1%
45504.37787	1	< 0.1%
45523.77005	1	< 0.1%
45542.18432	1	< 0.1%
45561.23355	1	< 0.1%
45580.00105	1	< 0.1%
45591.62916	1	< 0.1%
Other values (4119)	4119	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.52968421	1	< 0.1%
30.5035	1	< 0.1%
52.52302128	1	< 0.1%
74.40217021	1	< 0.1%
96.21961702	1	< 0.1%
117.8036383	1	< 0.1%
138.8880638	1	< 0.1%
159.9087174	1	< 0.1%
181.1495227	1	< 0.1%
201.8240909	1	< 0.1%

Value	Count	Frequency (%)
70173.8512	1	< 0.1%
70153.29689	1	< 0.1%
70132.41857	1	< 0.1%
70111.1913	1	< 0.1%
70090.05495	1	< 0.1%
69908.80797	1	< 0.1%
69583.34392	1	< 0.1%
69576.69175	1	< 0.1%
69562.4205	1	< 0.1%
69542.62926	1	< 0.1%

stress
Real number (ℝ)

ZEROS

Distinct	349
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.51607804

Minimum	0
Maximum	1
Zeros	1121
Zeros (%)	27.1%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.63157895
Q3	0.97435897
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.97435897

Descriptive statistics

Standard deviation	0.4311155
Coefficient of variation (CV)	0.83536882
Kurtosis	-1.8234514
Mean	0.51607804
Median Absolute Deviation (MAD)	0.36842105
Skewness	-0.096839353
Sum	2130.8862
Variance	0.18586058
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1121	27.1%
1	1015	24.6%
0.87804878	214	5.2%
0.131578947	105	2.5%
0.868421053	101	2.4%
0.9	97	2.3%
0.12195122	93	2.3%
0.871794872	92	2.2%
0.128205128	72	1.7%
0.138888889	53	1.3%
Other values (339)	1166	28.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1121	27.1%
0.02	2	< 0.1%
0.021276596	3	0.1%
0.022727273	1	< 0.1%
0.025	1	< 0.1%
0.025641026	3	0.1%
0.026315789	2	< 0.1%
0.027027027	2	< 0.1%
0.027777778	2	< 0.1%
0.04	2	< 0.1%

Value	Count	Frequency (%)
1	1015	24.6%
0.98	3	0.1%
0.978723404	2	< 0.1%
0.977777778	1	< 0.1%
0.977272727	1	< 0.1%
0.975609756	5	0.1%
0.975	3	0.1%
0.974358974	3	0.1%
0.973684211	5	0.1%
0.972222222	6	0.1%

time
Real number (ℝ)

UNIQUE

Distinct	4129
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2278.7897

Minimum	12.529684
Maximum	5005.3739
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	12.529684
5-th percentile	246.85546
Q1	1114.9413
median	2295.7949
Q3	3425.2767
95-th percentile	4279.0993
Maximum	5005.3739
Range	4992.8442
Interquartile range (IQR)	2310.3355

Descriptive statistics

Standard deviation	1313.4963
Coefficient of variation (CV)	0.57640086
Kurtosis	-1.2101535
Mean	2278.7897
Median Absolute Deviation (MAD)	1156.849
Skewness	0.0073393183
Sum	9409122.7
Variance	1725272.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.52968421	1	< 0.1%
3744.115395	1	< 0.1%
3175.894077	1	< 0.1%
3192.010184	1	< 0.1%
3210.984737	1	< 0.1%
3230.376921	1	< 0.1%
3248.791184	1	< 0.1%
3267.840421	1	< 0.1%
3286.607921	1	< 0.1%
3298.236026	1	< 0.1%
Other values (4119)	4119	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.52968421	1	< 0.1%
16.714525	1	< 0.1%
16.88115789	1	< 0.1%
17.37058537	1	< 0.1%
20.60263415	1	< 0.1%
21.94720455	1	< 0.1%
23.63336585	1	< 0.1%
27.093575	1	< 0.1%
27.71493023	1	< 0.1%
28.35097619	1	< 0.1%

Value	Count	Frequency (%)
5005.373902	1	< 0.1%
4970.79685	1	< 0.1%
4950.233925	1	< 0.1%
4929.33625	1	< 0.1%
4894.765077	1	< 0.1%
4874.473872	1	< 0.1%
4871.542073	1	< 0.1%
4858.284902	1	< 0.1%
4854.043026	1	< 0.1%
4841.926171	1	< 0.1%

NNRR
Real number (ℝ)

Distinct	21
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.97537712

Minimum	0.970588
Maximum	0.981481
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0.970588
5-th percentile	0.972222
Q1	0.973684
median	0.975
Q3	0.977273
95-th percentile	0.98
Maximum	0.981481
Range	0.010893
Interquartile range (IQR)	0.003589

Descriptive statistics

Standard deviation	0.0024692799
Coefficient of variation (CV)	0.0025316155
Kurtosis	-0.5479411
Mean	0.97537712
Median Absolute Deviation (MAD)	0.001316
Skewness	0.48032398
Sum	4027.3321
Variance	6.097343 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0.97561	758	18.4%
0.973684	657	15.9%
0.974359	577	14.0%
0.972222	436	10.6%
0.98	366	8.9%
0.977273	349	8.5%
0.978723	258	6.2%
0.975	182	4.4%
0.971429	168	4.1%
0.97619	85	2.1%
Other values (11)	293	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.970588	22	0.5%
0.971429	168	4.1%
0.972222	436	10.6%
0.972973	79	1.9%
0.973684	657	15.9%
0.974359	577	14.0%
0.975	182	4.4%
0.97561	758	18.4%
0.97619	85	2.1%
0.976744	53	1.3%

Value	Count	Frequency (%)
0.981481	30	0.7%
0.981132	3	0.1%
0.980769	6	0.1%
0.980392	8	0.2%
0.98	366	8.9%
0.979592	19	0.5%
0.979167	17	0.4%
0.978723	258	6.2%
0.978261	33	0.8%
0.977778	23	0.6%

AVNN
Real number (ℝ)

Distinct	761
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.78801952

Minimum	0.52817
Maximum	1.03836
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0.52817
5-th percentile	0.587531
Q1	0.720548
median	0.790125
Q3	0.868135
95-th percentile	0.9522802
Maximum	1.03836
Range	0.51019
Interquartile range (IQR)	0.147587

Descriptive statistics

Standard deviation	0.10936308
Coefficient of variation (CV)	0.13878219
Kurtosis	-0.59579606
Mean	0.78801952
Median Absolute Deviation (MAD)	0.07801
Skewness	-0.23705797
Sum	3253.7326
Variance	0.011960283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.757875	350	8.5%
0.868135	293	7.1%
0.813474	203	4.9%
0.587531	182	4.4%
0.921857	178	4.3%
0.766	175	4.2%
0.822026	150	3.6%
0.876919	148	3.6%
0.931143	140	3.4%
0.645	131	3.2%
Other values (751)	2179	52.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.52817	15	0.4%
0.529396	1	< 0.1%
0.533075	3	0.1%
0.534302	6	0.1%
0.536755	1	< 0.1%
0.538404	1	< 0.1%
0.54149	1	< 0.1%
0.542887	2	< 0.1%
0.54534	1	< 0.1%
0.545904	1	< 0.1%

Value	Count	Frequency (%)
1.03836	6	0.1%
1.02852	11	0.3%
1.02655	1	< 0.1%
1.02261	1	< 0.1%
1.01303	14	0.3%
1.00926	1	< 0.1%
1.00882	1	< 0.1%
1.00759	1	< 0.1%
1.00738	1	< 0.1%
1.00685	2	< 0.1%

SDNN
Real number (ℝ)

MISSING

Distinct	849
Distinct (%)	21.2%
Missing	122
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.057812013

Minimum	7.84 × 10^-9
Maximum	0.164578
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	7.84 × 10^-9
5-th percentile	0.01490394
Q1	0.0318702
median	0.0463743
Q3	0.0894185
95-th percentile	0.114677
Maximum	0.164578
Range	0.16457799
Interquartile range (IQR)	0.0575483

Descriptive statistics

Standard deviation	0.034010036
Coefficient of variation (CV)	0.58828666
Kurtosis	-0.41437452
Mean	0.057812013
Median Absolute Deviation (MAD)	0.0246037
Skewness	0.48141974
Sum	231.65274
Variance	0.0011566825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0432062	389	9.4%
0.0894185	293	7.1%
0.0664586	203	4.9%
0.0195737	181	4.4%
0.114677	174	4.2%
0.0214357	170	4.1%
0.0441915	156	3.8%
0.0668906	146	3.5%
0.0915992	140	3.4%
2.24 × 10^-8	131	3.2%
Other values (839)	2024	49.0%
(Missing)	122	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.84 × 10^-9	8	0.2%
2.05 × 10^-8	5	0.1%
2.24 × 10^-8	131	3.2%
2.65 × 10^-8	24	0.6%
3.46 × 10^-8	9	0.2%
0.00753871	1	< 0.1%
0.00914286	1	< 0.1%
0.00958373	2	< 0.1%
0.00975991	1	< 0.1%
0.00991241	1	< 0.1%

Value	Count	Frequency (%)
0.164578	11	0.3%
0.164121	1	< 0.1%
0.163129	1	< 0.1%
0.16213	6	0.1%
0.15882	1	< 0.1%
0.158094	1	< 0.1%
0.155409	1	< 0.1%
0.151288	1	< 0.1%
0.150229	1	< 0.1%
0.148827	1	< 0.1%

RMSSD
Real number (ℝ)

ZEROS

Distinct	486
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.027222692

Minimum	0
Maximum	0.0809806
Zeros	299
Zeros (%)	7.2%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0137433
median	0.0228887
Q3	0.043
95-th percentile	0.056053
Maximum	0.0809806
Range	0.0809806
Interquartile range (IQR)	0.0292567

Descriptive statistics

Standard deviation	0.016964284
Coefficient of variation (CV)	0.62316703
Kurtosis	-0.42113851
Mean	0.027222692
Median Absolute Deviation (MAD)	0.0126405
Skewness	0.45091721
Sum	112.40249
Variance	0.00028778693
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0206565	389	9.4%
0	299	7.2%
0.043	293	7.1%
0.0318934	203	4.9%
0.0092376	186	4.5%
0.055394	174	4.2%
0.0102482	171	4.1%
0.0212075	156	3.8%
0.0321667	146	3.5%
0.0442466	140	3.4%
Other values (476)	1972	47.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	299	7.2%
0.003592	1	< 0.1%
0.00499756	1	< 0.1%
0.00505964	2	< 0.1%
0.00535331	2	< 0.1%
0.00715542	4	0.1%
0.00736067	1	< 0.1%
0.00743985	1	< 0.1%
0.00896861	1	< 0.1%
0.00919239	1	< 0.1%

Value	Count	Frequency (%)
0.0809806	1	< 0.1%
0.080725	2	< 0.1%
0.0799031	11	0.3%
0.0794925	1	< 0.1%
0.0792956	1	< 0.1%
0.078509	6	0.1%
0.0769857	1	< 0.1%
0.0710674	1	< 0.1%
0.0700772	1	< 0.1%
0.0693708	3	0.1%

pNN50
Real number (ℝ)

ZEROS

Distinct	107
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.034246258

Minimum	0
Maximum	0.257143
Zeros	312
Zeros (%)	7.6%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.025641
median	0.027027
Q3	0.030303
95-th percentile	0.0833333
Maximum	0.257143
Range	0.257143
Interquartile range (IQR)	0.004662

Descriptive statistics

Standard deviation	0.025153035
Coefficient of variation (CV)	0.73447542
Kurtosis	12.202333
Mean	0.034246258
Median Absolute Deviation (MAD)	0.0032175
Skewness	2.7230603
Sum	141.4028
Variance	0.00063267516
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.025641	635	15.4%
0.0277778	493	11.9%
0.027027	435	10.5%
0.0294118	333	8.1%
0	312	7.6%
0.0208333	310	7.5%
0.0238095	182	4.4%
0.030303	133	3.2%
0.0263158	106	2.6%
0.0555556	101	2.4%
Other values (97)	1089	26.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	312	7.6%
0.0192308	21	0.5%
0.02	1	< 0.1%
0.0204082	1	< 0.1%
0.0208333	310	7.5%
0.0212766	4	0.1%
0.0217391	1	< 0.1%
0.0222222	96	2.3%
0.0227273	11	0.3%
0.0232558	5	0.1%

Value	Count	Frequency (%)
0.257143	3	0.1%
0.225	1	< 0.1%
0.210526	1	< 0.1%
0.2	1	< 0.1%
0.194444	1	< 0.1%
0.190476	1	< 0.1%
0.189189	2	< 0.1%
0.186047	1	< 0.1%
0.181818	1	< 0.1%
0.176471	1	< 0.1%

TP
Real number (ℝ)

MISSING

Distinct	3741
Distinct (%)	97.7%
Missing	299
Missing (%)	7.2%
Infinite	24
Infinite (%)	0.6%
Mean	inf

Minimum	7.65 × 10^-6
Maximum	inf
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	7.65 × 10^-6
5-th percentile	0.005757006
Q1	0.014616675
median	0.0343318
Q3	0.10562125
95-th percentile	0.16746655
Maximum	inf
Range	inf
Interquartile range (IQR)	0.091004575

Descriptive statistics

Standard deviation	nan
Coefficient of variation (CV)	nan
Kurtosis	nan
Mean	inf
Median Absolute Deviation (MAD)	0.027684165
Skewness	nan
Sum	inf
Variance	nan
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
inf	24	0.6%
0.106297	4	0.1%
0.00642209	3	0.1%
0.107128	3	0.1%
0.106669	3	0.1%
0.0265418	2	< 0.1%
0.106229	2	< 0.1%
0.106108	2	< 0.1%
0.167174	2	< 0.1%
0.0265614	2	< 0.1%
Other values (3731)	3783	91.6%
(Missing)	299	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.65 × 10^-6	1	< 0.1%
3.67 × 10^-5	1	< 0.1%
3.93 × 10^-5	1	< 0.1%
4.75 × 10^-5	1	< 0.1%
5 × 10^-5	1	< 0.1%
5.32 × 10^-5	1	< 0.1%
6.4 × 10^-5	1	< 0.1%
6.8 × 10^-5	1	< 0.1%
7.03 × 10^-5	1	< 0.1%
7.33 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
inf	24	0.6%
0.329891	1	< 0.1%
0.328716	1	< 0.1%
0.328645	1	< 0.1%
0.327967	1	< 0.1%
0.327952	1	< 0.1%
0.327319	1	< 0.1%
0.327296	1	< 0.1%
0.327062	1	< 0.1%
0.32677	1	< 0.1%

ULF
Real number (ℝ)

MISSING ZEROS

Distinct	3686
Distinct (%)	93.2%
Missing	172
Missing (%)	4.2%
Infinite	24
Infinite (%)	0.6%
Mean	inf

Minimum	0
Maximum	inf
Zeros	185
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.000207007
Q1	0.00998932
median	0.0280174
Q3	0.105178
95-th percentile	0.1673894
Maximum	inf
Range	inf
Interquartile range (IQR)	0.09518868

Descriptive statistics

Standard deviation	nan
Coefficient of variation (CV)	nan
Kurtosis	nan
Mean	inf
Median Absolute Deviation (MAD)	0.02192069
Skewness	nan
Sum	inf
Variance	nan
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	185	4.5%
inf	24	0.6%
0.106297	4	0.1%
0.107128	3	0.1%
0.00642209	3	0.1%
0.106669	3	0.1%
0.106229	2	< 0.1%
0.10667	2	< 0.1%
0.0264968	2	< 0.1%
0.106649	2	< 0.1%
Other values (3676)	3727	90.3%
(Missing)	172	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	185	4.5%
7.65 × 10^-6	1	< 0.1%
3.67 × 10^-5	1	< 0.1%
4.75 × 10^-5	1	< 0.1%
6.4 × 10^-5	1	< 0.1%
6.8 × 10^-5	1	< 0.1%
7.03 × 10^-5	1	< 0.1%
0.000105133	1	< 0.1%
0.000112425	1	< 0.1%
0.000129413	1	< 0.1%

Value	Count	Frequency (%)
inf	24	0.6%
0.329891	1	< 0.1%
0.328716	1	< 0.1%
0.328645	1	< 0.1%
0.327967	1	< 0.1%
0.327952	1	< 0.1%
0.327319	1	< 0.1%
0.327296	1	< 0.1%
0.327062	1	< 0.1%
0.32677	1	< 0.1%

VLF
Real number (ℝ)

MISSING ZEROS

Distinct	301
Distinct (%)	7.5%
Missing	127
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.00072776993

Minimum	0
Maximum	0.035841
Zeros	3701
Zeros (%)	89.6%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.006256997
Maximum	0.035841
Range	0.035841
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.003243809
Coefficient of variation (CV)	4.4571902
Kurtosis	34.825877
Mean	0.00072776993
Median Absolute Deviation (MAD)	0
Skewness	5.4456989
Sum	2.9125353
Variance	1.0522297 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3701	89.6%
0.0128634	2	< 0.1%
0.0178057	1	< 0.1%
0.0101758	1	< 0.1%
0.0101932	1	< 0.1%
0.0103001	1	< 0.1%
0.0101187	1	< 0.1%
0.0159613	1	< 0.1%
0.0161242	1	< 0.1%
0.0177922	1	< 0.1%
Other values (291)	291	7.0%
(Missing)	127	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3701	89.6%
1.83 × 10^-6	1	< 0.1%
2.32 × 10^-6	1	< 0.1%
5.79 × 10^-6	1	< 0.1%
9.19 × 10^-6	1	< 0.1%
1.86 × 10^-5	1	< 0.1%
1.98 × 10^-5	1	< 0.1%
2.4 × 10^-5	1	< 0.1%
6.76 × 10^-5	1	< 0.1%
7.68 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.035841	1	< 0.1%
0.0356743	1	< 0.1%
0.0356427	1	< 0.1%
0.0352969	1	< 0.1%
0.0351958	1	< 0.1%
0.028669	1	< 0.1%
0.0285593	1	< 0.1%
0.0231442	1	< 0.1%
0.0229272	1	< 0.1%
0.0228701	1	< 0.1%

LF
Real number (ℝ)

MISSING ZEROS

Distinct	59
Distinct (%)	1.5%
Missing	127
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	3.3788793 × 10^-6

Minimum	0
Maximum	0.000615843
Zeros	3944
Zeros (%)	95.5%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.000615843
Range	0.000615843
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.0707829 × 10^-5
Coefficient of variation (CV)	9.0881698
Kurtosis	118.61408
Mean	3.3788793 × 10^-6
Median Absolute Deviation (MAD)	0
Skewness	10.245617
Sum	0.013522275
Variance	9.4297075 × 10^-10
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3944	95.5%
0.000243702	1	< 0.1%
0.000284933	1	< 0.1%
0.000226484	1	< 0.1%
0.00020107	1	< 0.1%
0.000221968	1	< 0.1%
0.000199893	1	< 0.1%
0.000299241	1	< 0.1%
0.000217291	1	< 0.1%
0.00029432	1	< 0.1%
Other values (49)	49	1.2%
(Missing)	127	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3944	95.5%
1.19 × 10^-5	1	< 0.1%
1.3 × 10^-5	1	< 0.1%
1.67 × 10^-5	1	< 0.1%
3.02 × 10^-5	1	< 0.1%
5.97 × 10^-5	1	< 0.1%
6.09 × 10^-5	1	< 0.1%
6.4 × 10^-5	1	< 0.1%
0.000135487	1	< 0.1%
0.000141576	1	< 0.1%

Value	Count	Frequency (%)
0.000615843	1	< 0.1%
0.000441129	1	< 0.1%
0.00040651	1	< 0.1%
0.000404381	1	< 0.1%
0.000363894	1	< 0.1%
0.000332477	1	< 0.1%
0.000328734	1	< 0.1%
0.000319456	1	< 0.1%
0.000317419	1	< 0.1%
0.00030683	1	< 0.1%

HF
Real number (ℝ)

MISSING ZEROS

Distinct	58
Distinct (%)	1.4%
Missing	127
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.0975117 × 10^-6

Minimum	0
Maximum	0.000261213
Zeros	3944
Zeros (%)	95.5%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.000261213
Range	0.000261213
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.0352721 × 10^-5
Coefficient of variation (CV)	9.4329026
Kurtosis	196.40753
Mean	1.0975117 × 10^-6
Median Absolute Deviation (MAD)	0
Skewness	12.420174
Sum	0.004392242
Variance	1.0717884 × 10^-10
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3944	95.5%
4.6 × 10^-5	2	< 0.1%
6.99 × 10^-5	1	< 0.1%
9.01 × 10^-5	1	< 0.1%
9.27 × 10^-5	1	< 0.1%
5.91 × 10^-5	1	< 0.1%
7.28 × 10^-5	1	< 0.1%
5.01 × 10^-5	1	< 0.1%
5.85 × 10^-5	1	< 0.1%
6.2 × 10^-5	1	< 0.1%
Other values (48)	48	1.2%
(Missing)	127	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3944	95.5%
2.45 × 10^-5	1	< 0.1%
2.46 × 10^-5	1	< 0.1%
2.56 × 10^-5	1	< 0.1%
2.97 × 10^-5	1	< 0.1%
3.11 × 10^-5	1	< 0.1%
3.32 × 10^-5	1	< 0.1%
3.42 × 10^-5	1	< 0.1%
4.51 × 10^-5	1	< 0.1%
4.6 × 10^-5	2	< 0.1%

Value	Count	Frequency (%)
0.000261213	1	< 0.1%
0.000181307	1	< 0.1%
0.000156213	1	< 0.1%
0.000148865	1	< 0.1%
0.000135413	1	< 0.1%
0.000135159	1	< 0.1%
0.00013451	1	< 0.1%
0.000129338	1	< 0.1%
0.000124124	1	< 0.1%
9.61 × 10^-5	1	< 0.1%

LF_HF
Real number (ℝ)

MISSING

Distinct	58
Distinct (%)	100.0%
Missing	4071
Missing (%)	98.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.555695

Minimum	0.418526
Maximum	9.11724
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.4 KiB

Quantile statistics

Minimum	0.418526
5-th percentile	0.68460425
Q1	2.22058
median	3.16926
Q3	4.865465
95-th percentile	7.164124
Maximum	9.11724
Range	8.698714
Interquartile range (IQR)	2.644885

Descriptive statistics

Standard deviation	2.0801209
Coefficient of variation (CV)	0.58501105
Kurtosis	0.083464669
Mean	3.555695
Median Absolute Deviation (MAD)	1.304
Skewness	0.6465014
Sum	206.23031
Variance	4.3269029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.002	1	< 0.1%
7.78136	1	< 0.1%
0.863129	1	< 0.1%
5.3712	1	< 0.1%
2.51293	1	< 0.1%
2.16967	1	< 0.1%
3.7567	1	< 0.1%
2.74587	1	< 0.1%
5.97274	1	< 0.1%
3.71354	1	< 0.1%
Other values (48)	48	1.2%
(Missing)	4071	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.418526	1	< 0.1%
0.464669	1	< 0.1%
0.48876	1	< 0.1%
0.719165	1	< 0.1%
0.79371	1	< 0.1%
0.863129	1	< 0.1%
0.910133	1	< 0.1%
1.23423	1	< 0.1%
1.25849	1	< 0.1%
1.34402	1	< 0.1%

Value	Count	Frequency (%)
9.11724	1	< 0.1%
8.79347	1	< 0.1%
7.78136	1	< 0.1%
7.0552	1	< 0.1%
6.41529	1	< 0.1%
6.2556	1	< 0.1%
6.17826	1	< 0.1%
6.02835	1	< 0.1%
5.97274	1	< 0.1%
5.67137	1	< 0.1%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	ECG	EMG	HR	RESP	Seconds	footGSR	handGSR	interval in seconds	marker	newtime	time	NNRR	AVNN	SDNN	RMSSD	pNN50	TP	VLF	LF	HF	LF_HF
0	-0.001974	-0.004737	77.815789	10.801842	12.529684	2.417132	10.889447	0.614632	NaN	12.529684	12.529684	0.973684	0.617297	3.558630e-02	0.015203	0.055556	0.001238	0.000696	0.000407	0.000135	3.00200
1	0.002935	-0.004457	101.978261	10.750609	30.503500	2.417109	11.251065	0.647826	NaN	30.503500	30.503500	0.978261	0.647889	1.354660e-02	0.013858	0.045455	0.000144	0.000009	0.000060	0.000075	0.79371
2	0.006745	-0.003426	104.957447	10.557234	52.523021	2.226872	11.379638	0.646383	NaN	52.523021	52.523021	0.978723	0.645000	2.240000e-08	0.000000	0.000000	NaN	NaN	NaN	NaN	NaN
3	-0.004043	-0.002532	87.702128	10.640128	74.402170	2.173021	11.470830	0.645000	NaN	74.402170	74.402170	0.978723	0.645000	2.240000e-08	0.000000	0.000000	NaN	NaN	NaN	NaN	NaN
4	0.012745	-0.004426	88.829787	10.699319	96.219617	2.017106	11.135255	0.645000	NaN	96.219617	96.219617	0.978723	0.645000	2.240000e-08	0.000000	0.000000	NaN	NaN	NaN	NaN	NaN
5	0.027787	-0.004957	91.404255	10.744000	117.803638	2.147362	12.202340	0.645000	NaN	117.803638	117.803638	0.978723	0.645000	2.240000e-08	0.000000	0.000000	NaN	NaN	NaN	NaN	NaN
6	-0.010851	-0.004681	87.319149	10.821277	138.888064	2.277298	13.075745	0.645000	NaN	138.888064	138.888064	0.978723	0.645000	2.240000e-08	0.000000	0.000000	NaN	NaN	NaN	NaN	NaN
7	-0.005217	-0.004130	79.521739	11.113217	159.908717	2.313348	13.828065	0.654891	NaN	159.908717	159.908717	0.978261	0.655111	2.382440e-02	0.009799	0.022727	0.000548	0.000223	0.000292	0.000033	8.79347
8	-0.019386	-0.003727	88.022727	10.937545	181.149523	2.273705	13.609318	0.698182	NaN	181.149523	181.149523	0.977273	0.699419	2.428030e-02	0.010030	0.023810	0.000538	0.000237	0.000271	0.000030	9.11724
9	-0.065409	-0.002409	89.863636	11.204727	201.824091	2.090182	12.408636	0.710000	NaN	201.824091	201.824091	0.977273	0.710000	NaN	0.000000	0.000000	NaN	NaN	NaN	NaN	NaN

	ECG	EMG	HR	RESP	Seconds	footGSR	handGSR	interval in seconds	marker	newtime	stress	time	NNRR	AVNN	SDNN	RMSSD	pNN50	TP	ULF	LF_HF
4119	0.238263	0.441842	70.605263	33.232053	1284.813289	1.434000	5.693526	0.869053	9.600303	69462.63439	0.131579	1284.813289	0.973684	0.868135	0.089418	0.043000	0.027778	0.106840	0.106840	NaN
4120	0.261526	0.442421	70.105263	33.540474	1305.176579	1.635368	6.060368	0.872474	9.598788	69482.99768	0.131579	1305.176579	0.973684	0.871649	0.081278	0.045648	0.083333	0.085428	0.085428	NaN
4121	0.231711	0.433395	72.868421	33.540368	1325.174895	1.483842	5.654105	0.869053	9.596970	69502.99600	0.131579	1325.174895	0.973684	0.868135	0.089418	0.043000	0.027778	0.106698	0.106698	NaN
4122	0.220816	0.415105	71.789474	33.442579	1345.283553	1.388000	5.515842	0.877605	9.596970	69523.10466	0.131579	1345.283553	0.973684	0.876919	0.066891	0.032167	0.027778	0.059186	0.059186	NaN
4123	0.289421	0.429737	72.105263	33.466789	1364.808158	1.429368	5.639079	0.877605	9.597576	69542.62926	0.131579	1364.808158	0.973684	0.876919	0.066891	0.032167	0.027778	0.059481	0.059481	NaN
4124	0.235263	0.424921	67.263158	33.493789	1384.599395	1.352105	5.373237	0.870763	9.597576	69562.42050	0.131579	1384.599395	0.973684	0.869892	0.085464	0.045648	0.083333	0.096370	0.096370	NaN
4125	0.266158	0.438684	69.500000	33.406211	1405.522816	1.361316	5.372211	0.877605	9.601515	69583.34392	0.131579	1405.522816	0.973684	0.876919	0.066891	0.032167	0.027778	0.059283	0.059283	NaN
4126	0.199139	0.411472	68.972222	33.246056	1423.220333	1.417806	5.706972	0.912306	9.603871	69027.15406	0.138889	1423.220333	0.972222	0.912571	0.088706	0.045629	0.058824	0.090722	0.090722	NaN
4127	0.247811	0.423108	67.189189	33.370378	1443.257216	1.370865	5.494568	0.908541	9.590312	69341.88986	0.135135	1443.257216	0.972973	0.906889	0.110224	0.044973	0.057143	0.153265	0.153265	NaN
4128	0.259590	0.438462	65.410256	33.468256	1466.115769	1.357769	5.366410	0.842026	10.713824	69908.80797	0.128205	1466.115769	0.974359	0.838711	0.083494	0.025974	0.081081	0.087479	0.087479	NaN

Overview

Variables

Interactions

Missing values

Sample